Overview
Brought to you by YData
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 2111 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 9 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 280.5 KiB |
| Average record size in memory | 136.1 B |
Variable types
| Categorical | 15 |
|---|---|
| Numeric | 10 |
| Dataset has 9 (0.4%) duplicate rows | Duplicates |
Age is highly overall correlated with MTRANS_Public_Transportation | High correlation |
CAEC_Frequently is highly overall correlated with CAEC_Sometimes | High correlation |
CAEC_Sometimes is highly overall correlated with CAEC_Frequently | High correlation |
CALC_Sometimes is highly overall correlated with CALC_no | High correlation |
CALC_no is highly overall correlated with CALC_Sometimes | High correlation |
Gender is highly overall correlated with Height and 2 other fields | High correlation |
Height is highly overall correlated with Gender and 1 other fields | High correlation |
MTRANS_Public_Transportation is highly overall correlated with Age | High correlation |
NObeyesdad is highly overall correlated with Gender and 1 other fields | High correlation |
Weight is highly overall correlated with family_history_with_overweight | High correlation |
family_history_with_overweight is highly overall correlated with NObeyesdad and 1 other fields | High correlation |
height is highly overall correlated with Gender and 1 other fields | High correlation |
SMOKE is highly imbalanced (85.4%) | Imbalance |
SCC is highly imbalanced (73.3%) | Imbalance |
CAEC_no is highly imbalanced (83.6%) | Imbalance |
CALC_Frequently is highly imbalanced (79.0%) | Imbalance |
MTRANS_Bike is highly imbalanced (96.8%) | Imbalance |
MTRANS_Motorbike is highly imbalanced (95.3%) | Imbalance |
MTRANS_Walking is highly imbalanced (82.3%) | Imbalance |
FCVC has 33 (1.6%) zeros | Zeros |
NCP has 439 (20.8%) zeros | Zeros |
CH2O has 211 (10.0%) zeros | Zeros |
FAF has 411 (19.5%) zeros | Zeros |
TUE has 557 (26.4%) zeros | Zeros |
NObeyesdad has 272 (12.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-04 22:22:04.418285 |
|---|---|
| Analysis finished | 2024-11-04 22:22:14.634502 |
| Duration | 10.22 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
Gender
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1068 | |
| 0 | 1043 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1068 | |
| 0 | 1043 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1068 | |
| 0 | 1043 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1068 | |
| 0 | 1043 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1068 | |
| 0 | 1043 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1068 | |
| 0 | 1043 |
Age
Real number (ℝ)
High correlation
| Distinct | 1323 |
|---|---|
| Distinct (%) | 62.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50832636 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.23815151 |
| Q1 | 0.34480363 |
| median | 0.47567298 |
| Q3 | 0.60688218 |
| 95-th percentile | 0.98914633 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.26207855 |
Descriptive statistics
| Standard deviation | 0.22141362 |
|---|---|
| Coefficient of variation (CV) | 0.43557375 |
| Kurtosis | -0.31592179 |
| Mean | 0.50832636 |
| Median Absolute Deviation (MAD) | 0.1312092 |
| Skewness | 0.67305466 |
| Sum | 1073.0769 |
| Variance | 0.04902399 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.244068375 | 128 | 6.1% |
| 0.6068821765 | 101 | 4.8% |
| 1 | 96 | 4.5% |
| 0.3954345777 | 96 | 4.5% |
| 0.4852727061 | 89 | 4.2% |
| 0.2970280421 | 59 | 2.8% |
| 0.3474032595 | 48 | 2.3% |
| 0.4413304512 | 39 | 1.8% |
| 0.1882446639 | 30 | 1.4% |
| 0.5274208907 | 18 | 0.9% |
| Other values (1313) | 1407 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.06663519354 | 1 | < 0.1% |
| 0.1292293363 | 9 | |
| 0.1348763892 | 1 | < 0.1% |
| 0.1370513325 | 1 | < 0.1% |
| 0.1396828279 | 1 | < 0.1% |
| 0.1411944688 | 1 | < 0.1% |
| 0.1437381878 | 1 | < 0.1% |
| 0.1455247486 | 1 | < 0.1% |
| 0.147700726 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 96 | |
| 0.9987788113 | 1 | < 0.1% |
| 0.9982713976 | 1 | < 0.1% |
| 0.9970224751 | 1 | < 0.1% |
| 0.9966742309 | 1 | < 0.1% |
| 0.9965137516 | 1 | < 0.1% |
| 0.9943930892 | 1 | < 0.1% |
| 0.9904863119 | 1 | < 0.1% |
| 0.9895402348 | 1 | < 0.1% |
| 0.9894333456 | 1 | < 0.1% |
Height
Real number (ℝ)
High correlation
| Distinct | 1574 |
|---|---|
| Distinct (%) | 74.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4783251 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.18680724 |
| Q1 | 0.34210126 |
| median | 0.47608902 |
| Q3 | 0.60526076 |
| 95-th percentile | 0.76022503 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2631595 |
Descriptive statistics
| Standard deviation | 0.1773214 |
|---|---|
| Coefficient of variation (CV) | 0.37071314 |
| Kurtosis | -0.56442017 |
| Mean | 0.4783251 |
| Median Absolute Deviation (MAD) | 0.13260035 |
| Skewness | -0.013312415 |
| Sum | 1009.7443 |
| Variance | 0.031442879 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4751406416 | 60 | 2.8% |
| 0.3801125133 | 50 | 2.4% |
| 0.285084385 | 43 | 2.0% |
| 0.57016877 | 39 | 1.8% |
| 0.3230956363 | 36 | 1.7% |
| 0.6651968983 | 28 | 1.3% |
| 0.513151893 | 19 | 0.9% |
| 0.342101262 | 17 | 0.8% |
| 0.4181237646 | 16 | 0.8% |
| 0.627185647 | 15 | 0.7% |
| Other values (1564) | 1788 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.01206097005 | 1 | < 0.1% |
| 0.057016877 | 1 | < 0.1% |
| 0.06021362323 | 1 | < 0.1% |
| 0.06325832446 | 1 | < 0.1% |
| 0.06934012468 | 1 | < 0.1% |
| 0.07489927018 | 1 | < 0.1% |
| 0.07876121332 | 1 | < 0.1% |
| 0.09229321879 | 1 | < 0.1% |
| 0.09502812833 | 13 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9990554204 | 1 | |
| 0.945351224 | 1 | |
| 0.9364546906 | 1 | |
| 0.9146704425 | 1 | |
| 0.913060666 | 1 | |
| 0.9122700319 | 2 | |
| 0.8932644063 | 1 | |
| 0.8923958492 | 1 | |
| 0.8910958644 | 1 |
Weight
Real number (ℝ)
High correlation
| Distinct | 1525 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50114731 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.14490933 |
| Q1 | 0.34548335 |
| median | 0.50465891 |
| Q3 | 0.67830765 |
| 95-th percentile | 0.81679959 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.3328243 |
Descriptive statistics
| Standard deviation | 0.21229198 |
|---|---|
| Coefficient of variation (CV) | 0.42361192 |
| Kurtosis | -0.74620964 |
| Mean | 0.50114731 |
| Median Absolute Deviation (MAD) | 0.1640362 |
| Skewness | -0.28764097 |
| Sum | 1057.922 |
| Variance | 0.045067884 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4799219787 | 59 | 2.8% |
| 0.3902937358 | 43 | 2.0% |
| 0.1652497417 | 42 | 2.0% |
| 0.4365830715 | 40 | 1.9% |
| 0.2870366912 | 37 | 1.8% |
| 0.340622715 | 26 | 1.2% |
| 0.04919184451 | 22 | 1.0% |
| 0.5591032223 | 20 | 0.9% |
| 0.4629163243 | 19 | 0.9% |
| 0.09506477939 | 18 | 0.9% |
| Other values (1515) | 1785 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.001728971172 | 1 | |
| 0.006288503586 | 1 | |
| 0.01172174726 | 1 | |
| 0.01430490168 | 1 | |
| 0.0167956865 | 1 | |
| 0.02015140291 | 1 | |
| 0.02247000962 | 1 | |
| 0.03674304229 | 1 | |
| 0.03752270091 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9682197361 | 1 | |
| 0.9511227777 | 1 | |
| 0.9498785535 | 1 | |
| 0.9295155607 | 1 | |
| 0.9267809281 | 1 | |
| 0.924057964 | 1 | |
| 0.9211736233 | 1 | |
| 0.917606831 | 1 | |
| 0.9157114514 | 1 |
family_history_with_overweight
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1726 | |
| 0 | 385 | 18.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1726 | |
| 0 | 385 | 18.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1726 | |
| 0 | 385 | 18.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1726 | |
| 0 | 385 | 18.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1726 | |
| 0 | 385 | 18.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1726 | |
| 0 | 385 | 18.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1866 | |
| 0 | 245 | 11.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1866 | |
| 0 | 245 | 11.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1866 | |
| 0 | 245 | 11.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1866 | |
| 0 | 245 | 11.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1866 | |
| 0 | 245 | 11.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1866 | |
| 0 | 245 | 11.6% |
FCVC
Real number (ℝ)
Zeros
| Distinct | 810 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.70952153 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 33 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.26160725 |
| Q1 | 0.5 |
| median | 0.692751 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.26696329 |
|---|---|
| Coefficient of variation (CV) | 0.37625819 |
| Kurtosis | -0.6375459 |
| Mean | 0.70952153 |
| Median Absolute Deviation (MAD) | 0.192751 |
| Skewness | -0.43290583 |
| Sum | 1497.8 |
| Variance | 0.071269398 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 652 | |
| 0.5 | 600 | |
| 0 | 33 | 1.6% |
| 0.9115895 | 2 | 0.1% |
| 0.60749 | 2 | 0.1% |
| 0.897543 | 2 | 0.1% |
| 0.721268 | 2 | 0.1% |
| 0.90823 | 2 | 0.1% |
| 0.9690155 | 2 | 0.1% |
| 0.977498 | 2 | 0.1% |
| Other values (800) | 812 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 0.001783 | 1 | < 0.1% |
| 0.002789 | 1 | < 0.1% |
| 0.00438 | 1 | < 0.1% |
| 0.0155745 | 1 | < 0.1% |
| 0.0180795 | 1 | < 0.1% |
| 0.018207 | 1 | < 0.1% |
| 0.0263495 | 1 | < 0.1% |
| 0.026767 | 1 | < 0.1% |
| 0.0317245 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 652 | |
| 0.9992205 | 1 | < 0.1% |
| 0.9989755 | 1 | < 0.1% |
| 0.998762 | 1 | < 0.1% |
| 0.9983585 | 1 | < 0.1% |
| 0.998093 | 1 | < 0.1% |
| 0.9977995 | 1 | < 0.1% |
| 0.99724 | 1 | < 0.1% |
| 0.9961645 | 1 | < 0.1% |
| 0.9961025 | 1 | < 0.1% |
NCP
Real number (ℝ)
Zeros
| Distinct | 333 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50337987 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 439 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.375 |
| median | 0.625 |
| Q3 | 0.625 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 0.29371228 |
|---|---|
| Coefficient of variation (CV) | 0.58348038 |
| Kurtosis | -0.48485059 |
| Mean | 0.50337987 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.68199628 |
| Sum | 1062.6349 |
| Variance | 0.086266901 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.625 | 1203 | |
| 0 | 439 | 20.8% |
| 1 | 136 | 6.4% |
| 0.4640636859 | 2 | 0.1% |
| 0.364216794 | 2 | 0.1% |
| 0.9922324183 | 2 | 0.1% |
| 0.59173755 | 1 | < 0.1% |
| 0.4313899736 | 1 | < 0.1% |
| 0.6095378045 | 1 | < 0.1% |
| 0.6169559073 | 1 | < 0.1% |
| Other values (323) | 323 | 15.3% |
| Value | Count | Frequency (%) |
| 0 | 439 | |
| 0.007577849462 | 1 | < 0.1% |
| 0.01485105274 | 1 | < 0.1% |
| 0.01540338341 | 1 | < 0.1% |
| 0.02395149109 | 1 | < 0.1% |
| 0.04816829669 | 1 | < 0.1% |
| 0.05992178383 | 1 | < 0.1% |
| 0.06023385078 | 1 | < 0.1% |
| 0.0615803128 | 1 | < 0.1% |
| 0.06199157899 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 136 | |
| 0.9960668328 | 1 | < 0.1% |
| 0.9956726357 | 1 | < 0.1% |
| 0.9946310008 | 1 | < 0.1% |
| 0.9922324183 | 2 | 0.1% |
| 0.9914920876 | 1 | < 0.1% |
| 0.989238533 | 1 | < 0.1% |
| 0.9839269363 | 1 | < 0.1% |
| 0.9769280264 | 1 | < 0.1% |
| 0.9744678394 | 1 | < 0.1% |
SMOKE
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 1 | 44 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2067 | |
| 1 | 44 | 2.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2067 | |
| 1 | 44 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2067 | |
| 1 | 44 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2067 | |
| 1 | 44 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2067 | |
| 1 | 44 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2067 | |
| 1 | 44 | 2.1% |
CH2O
Real number (ℝ)
Zeros
| Distinct | 1268 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5040057 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 211 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.29240625 |
| median | 0.5 |
| Q3 | 0.73871 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.44630375 |
Descriptive statistics
| Standard deviation | 0.30647673 |
|---|---|
| Coefficient of variation (CV) | 0.60808186 |
| Kurtosis | -0.87939461 |
| Mean | 0.5040057 |
| Median Absolute Deviation (MAD) | 0.226493 |
| Skewness | -0.10491164 |
| Sum | 1063.956 |
| Variance | 0.093927984 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.5 | 448 | 21.2% |
| 0 | 211 | 10.0% |
| 1 | 162 | 7.7% |
| 0.9128145 | 3 | 0.1% |
| 0.318163 | 3 | 0.1% |
| 0.5579835 | 2 | 0.1% |
| 0.587124 | 2 | 0.1% |
| 0.7650175 | 2 | 0.1% |
| 0.7250345 | 2 | 0.1% |
| 0.219981 | 2 | 0.1% |
| Other values (1258) | 1274 |
| Value | Count | Frequency (%) |
| 0 | 211 | |
| 0.0002315 | 1 | < 0.1% |
| 0.000268 | 1 | < 0.1% |
| 0.000272 | 1 | < 0.1% |
| 0.0003475 | 1 | < 0.1% |
| 0.0006535 | 1 | < 0.1% |
| 0.0009975 | 1 | < 0.1% |
| 0.001146 | 1 | < 0.1% |
| 0.0015315 | 1 | < 0.1% |
| 0.0017815 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 162 | |
| 0.9997475 | 1 | < 0.1% |
| 0.9972575 | 1 | < 0.1% |
| 0.996724 | 1 | < 0.1% |
| 0.9958355 | 1 | < 0.1% |
| 0.9946945 | 1 | < 0.1% |
| 0.9943855 | 1 | < 0.1% |
| 0.993859 | 1 | < 0.1% |
| 0.993703 | 1 | < 0.1% |
| 0.9921615 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2015 | |
| 1 | 96 | 4.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2015 | |
| 1 | 96 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2015 | |
| 1 | 96 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2015 | |
| 1 | 96 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2015 | |
| 1 | 96 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2015 | |
| 1 | 96 | 4.5% |
FAF
Real number (ℝ)
Zeros
| Distinct | 1190 |
|---|---|
| Distinct (%) | 56.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3367659 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 411 |
| Zeros (%) | 19.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.041501667 |
| median | 0.33333333 |
| Q3 | 0.55555917 |
| 95-th percentile | 0.89237767 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.5140575 |
Descriptive statistics
| Standard deviation | 0.28353081 |
|---|---|
| Coefficient of variation (CV) | 0.84192257 |
| Kurtosis | -0.62058776 |
| Mean | 0.3367659 |
| Median Absolute Deviation (MAD) | 0.26805233 |
| Skewness | 0.49848961 |
| Sum | 710.91281 |
| Variance | 0.08038972 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 411 | 19.5% |
| 0.3333333333 | 234 | 11.1% |
| 0.6666666667 | 183 | 8.7% |
| 1 | 75 | 3.6% |
| 0.03672466667 | 2 | 0.1% |
| 0.553852 | 2 | 0.1% |
| 0.08178466667 | 2 | 0.1% |
| 0.355939 | 2 | 0.1% |
| 0.09601066667 | 2 | 0.1% |
| 0.4174906667 | 2 | 0.1% |
| Other values (1180) | 1196 |
| Value | Count | Frequency (%) |
| 0 | 411 | |
| 3.2 × 10-5 | 1 | < 0.1% |
| 9.066666667 × 10-5 | 1 | < 0.1% |
| 0.0001513333333 | 1 | < 0.1% |
| 0.0003383333333 | 1 | < 0.1% |
| 0.000362 | 1 | < 0.1% |
| 0.000424 | 1 | < 0.1% |
| 0.0004323333333 | 1 | < 0.1% |
| 0.0006766666667 | 1 | < 0.1% |
| 0.00114 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 75 | |
| 0.9999726667 | 1 | < 0.1% |
| 0.9996603333 | 1 | < 0.1% |
| 0.9906106667 | 1 | < 0.1% |
| 0.979911 | 1 | < 0.1% |
| 0.9788503333 | 1 | < 0.1% |
| 0.9771756667 | 1 | < 0.1% |
| 0.9643073333 | 2 | 0.1% |
| 0.9639953333 | 1 | < 0.1% |
| 0.9637266667 | 1 | < 0.1% |
TUE
Real number (ℝ)
Zeros
| Distinct | 1129 |
|---|---|
| Distinct (%) | 53.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.32893296 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 557 |
| Zeros (%) | 26.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.312675 |
| Q3 | 0.5 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.30446363 |
|---|---|
| Coefficient of variation (CV) | 0.92560997 |
| Kurtosis | -0.5486604 |
| Mean | 0.32893296 |
| Median Absolute Deviation (MAD) | 0.242436 |
| Skewness | 0.61850241 |
| Sum | 694.37748 |
| Variance | 0.092698102 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 557 | |
| 0.5 | 292 | 13.8% |
| 1 | 109 | 5.2% |
| 0.315433 | 4 | 0.2% |
| 0.5599385 | 3 | 0.1% |
| 0.0013 | 3 | 0.1% |
| 0.004627 | 2 | 0.1% |
| 0.4162 | 2 | 0.1% |
| 0.682975 | 2 | 0.1% |
| 0.4142745 | 2 | 0.1% |
| Other values (1119) | 1135 |
| Value | Count | Frequency (%) |
| 0 | 557 | |
| 3.65 × 10-5 | 1 | < 0.1% |
| 0.0001775 | 1 | < 0.1% |
| 0.000218 | 1 | < 0.1% |
| 0.000548 | 1 | < 0.1% |
| 0.000665 | 1 | < 0.1% |
| 0.0006685 | 1 | < 0.1% |
| 0.000759 | 1 | < 0.1% |
| 0.000795 | 1 | < 0.1% |
| 0.00082 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 109 | |
| 0.996095 | 1 | < 0.1% |
| 0.9953085 | 1 | < 0.1% |
| 0.991839 | 1 | < 0.1% |
| 0.9904375 | 1 | < 0.1% |
| 0.9890215 | 1 | < 0.1% |
| 0.986463 | 1 | < 0.1% |
| 0.985585 | 1 | < 0.1% |
| 0.9847535 | 1 | < 0.1% |
| 0.9836295 | 1 | < 0.1% |
NObeyesdad
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0156324 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 272 |
| Zeros (%) | 12.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9520902 |
|---|---|
| Coefficient of variation (CV) | 0.64732365 |
| Kurtosis | -1.1906523 |
| Mean | 3.0156324 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0067544491 |
| Sum | 6366 |
| Variance | 3.810656 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2 | 351 | |
| 4 | 324 | |
| 3 | 297 | |
| 5 | 290 | |
| 6 | 290 | |
| 1 | 287 | |
| 0 | 272 |
| Value | Count | Frequency (%) |
| 0 | 272 | |
| 1 | 287 | |
| 2 | 351 | |
| 3 | 297 | |
| 4 | 324 | |
| 5 | 290 | |
| 6 | 290 |
| Value | Count | Frequency (%) |
| 6 | 290 | |
| 5 | 290 | |
| 4 | 324 | |
| 3 | 297 | |
| 2 | 351 | |
| 1 | 287 | |
| 0 | 272 |
CAEC_Frequently
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 242 | 11.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 242 | 11.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 242 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 242 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 242 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1869 | |
| 1 | 242 | 11.5% |
CAEC_Sometimes
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1765 | |
| 0 | 346 | 16.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1765 | |
| 0 | 346 | 16.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1765 | |
| 0 | 346 | 16.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1765 | |
| 0 | 346 | 16.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1765 | |
| 0 | 346 | 16.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1765 | |
| 0 | 346 | 16.4% |
CAEC_no
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 1 | 51 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2060 | |
| 1 | 51 | 2.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2060 | |
| 1 | 51 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2060 | |
| 1 | 51 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2060 | |
| 1 | 51 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2060 | |
| 1 | 51 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2060 | |
| 1 | 51 | 2.4% |
CALC_Frequently
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 1 | 70 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2041 | |
| 1 | 70 | 3.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2041 | |
| 1 | 70 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2041 | |
| 1 | 70 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2041 | |
| 1 | 70 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2041 | |
| 1 | 70 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2041 | |
| 1 | 70 | 3.3% |
CALC_Sometimes
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1401 | |
| 0 | 710 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1401 | |
| 0 | 710 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1401 | |
| 0 | 710 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1401 | |
| 0 | 710 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1401 | |
| 0 | 710 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1401 | |
| 0 | 710 |
CALC_no
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1472 | |
| 1 | 639 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1472 | |
| 1 | 639 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1472 | |
| 1 | 639 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1472 | |
| 1 | 639 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1472 | |
| 1 | 639 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1472 | |
| 1 | 639 |
MTRANS_Bike
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 1 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2104 | |
| 1 | 7 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2104 | |
| 1 | 7 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2104 | |
| 1 | 7 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2104 | |
| 1 | 7 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2104 | |
| 1 | 7 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2104 | |
| 1 | 7 | 0.3% |
MTRANS_Motorbike
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 1 | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2100 | |
| 1 | 11 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2100 | |
| 1 | 11 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2100 | |
| 1 | 11 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2100 | |
| 1 | 11 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2100 | |
| 1 | 11 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2100 | |
| 1 | 11 | 0.5% |
MTRANS_Public_Transportation
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1580 | |
| 0 | 531 | 25.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1580 | |
| 0 | 531 | 25.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1580 | |
| 0 | 531 | 25.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1580 | |
| 0 | 531 | 25.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1580 | |
| 0 | 531 | 25.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1580 | |
| 0 | 531 | 25.2% |
MTRANS_Walking
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| 0 | |
|---|---|
| 1 | 56 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2055 | |
| 1 | 56 | 2.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2055 | |
| 1 | 56 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2055 | |
| 1 | 56 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2055 | |
| 1 | 56 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2055 | |
| 1 | 56 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2055 | |
| 1 | 56 | 2.7% |
height
Real number (ℝ)
High correlation
| Distinct | 1574 |
|---|---|
| Distinct (%) | 74.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9932757 |
| Minimum | 0.89608802 |
|---|---|
| Maximum | 1.0919233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0.89608802 |
|---|---|
| 5-th percentile | 0.93542274 |
| Q1 | 0.96698385 |
| median | 0.99343657 |
| Q3 | 1.0182927 |
| 95-th percentile | 1.047319 |
| Maximum | 1.0919233 |
| Range | 0.19583528 |
| Interquartile range (IQR) | 0.051308808 |
Descriptive statistics
| Standard deviation | 0.034584412 |
|---|---|
| Coefficient of variation (CV) | 0.034818543 |
| Kurtosis | -0.56174845 |
| Mean | 0.9932757 |
| Median Absolute Deviation (MAD) | 0.025787213 |
| Skewness | -0.087120095 |
| Sum | 2096.805 |
| Variance | 0.0011960816 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.993251773 | 60 | 2.8% |
| 0.97455964 | 50 | 2.4% |
| 0.955511445 | 43 | 2.0% |
| 1.011600912 | 39 | 1.8% |
| 0.9631743178 | 36 | 1.7% |
| 1.029619417 | 28 | 1.3% |
| 1.00063188 | 19 | 0.9% |
| 0.9669838462 | 17 | 0.8% |
| 0.9820784724 | 16 | 0.8% |
| 1.022450928 | 15 | 0.7% |
| Other values (1564) | 1788 |
| Value | Count | Frequency (%) |
| 0.8960880246 | 1 | < 0.1% |
| 0.8986748798 | 1 | < 0.1% |
| 0.9082585602 | 1 | < 0.1% |
| 0.9089365561 | 1 | < 0.1% |
| 0.9095818778 | 1 | < 0.1% |
| 0.9108696644 | 1 | < 0.1% |
| 0.9120453329 | 1 | < 0.1% |
| 0.9128612579 | 1 | < 0.1% |
| 0.9157149662 | 1 | < 0.1% |
| 0.9162907319 | 13 |
| Value | Count | Frequency (%) |
| 1.091923301 | 1 | |
| 1.090466871 | 1 | |
| 1.080925461 | 1 | |
| 1.079336023 | 1 | |
| 1.075433388 | 1 | |
| 1.075144392 | 1 | |
| 1.075002423 | 2 | |
| 1.071583616 | 1 | |
| 1.071427097 | 1 | |
| 1.071192786 | 1 |
Interactions
Correlations
| Age | CAEC_Frequently | CAEC_Sometimes | CAEC_no | CALC_Frequently | CALC_Sometimes | CALC_no | CH2O | FAF | FAVC | FCVC | Gender | Height | MTRANS_Bike | MTRANS_Motorbike | MTRANS_Public_Transportation | MTRANS_Walking | NCP | NObeyesdad | SCC | SMOKE | TUE | Weight | family_history_with_overweight | height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.183 | 0.238 | 0.165 | 0.106 | 0.242 | 0.244 | 0.013 | -0.208 | 0.135 | 0.062 | 0.217 | -0.003 | 0.000 | 0.000 | 0.650 | 0.233 | -0.116 | 0.284 | 0.183 | 0.148 | -0.298 | 0.357 | 0.303 | -0.003 |
| CAEC_Frequently | 0.183 | 1.000 | 0.811 | 0.047 | 0.058 | 0.124 | 0.099 | 0.190 | 0.081 | 0.177 | 0.139 | 0.120 | 0.191 | 0.000 | 0.063 | 0.063 | 0.031 | 0.167 | 0.489 | 0.108 | 0.029 | 0.157 | 0.476 | 0.266 | 0.175 |
| CAEC_Sometimes | 0.238 | 0.811 | 1.000 | 0.351 | 0.091 | 0.104 | 0.065 | 0.215 | 0.152 | 0.188 | 0.192 | 0.067 | 0.161 | 0.000 | 0.062 | 0.057 | 0.071 | 0.195 | 0.492 | 0.157 | 0.042 | 0.205 | 0.477 | 0.339 | 0.156 |
| CAEC_no | 0.165 | 0.047 | 0.351 | 1.000 | 0.000 | 0.045 | 0.049 | 0.206 | 0.138 | 0.012 | 0.133 | 0.056 | 0.169 | 0.000 | 0.000 | 0.047 | 0.000 | 0.127 | 0.255 | 0.058 | 0.000 | 0.108 | 0.322 | 0.184 | 0.221 |
| CALC_Frequently | 0.106 | 0.058 | 0.091 | 0.000 | 1.000 | 0.256 | 0.117 | 0.082 | 0.074 | 0.048 | 0.043 | 0.024 | 0.055 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.140 | 0.050 | 0.091 | 0.091 | 0.135 | 0.000 | 0.102 |
| CALC_Sometimes | 0.242 | 0.124 | 0.104 | 0.045 | 0.256 | 1.000 | 0.924 | 0.184 | 0.200 | 0.136 | 0.181 | 0.030 | 0.162 | 0.000 | 0.000 | 0.094 | 0.043 | 0.202 | 0.372 | 0.033 | 0.000 | 0.217 | 0.361 | 0.008 | 0.175 |
| CALC_no | 0.244 | 0.099 | 0.065 | 0.049 | 0.117 | 0.924 | 1.000 | 0.167 | 0.172 | 0.118 | 0.169 | 0.008 | 0.172 | 0.000 | 0.000 | 0.060 | 0.028 | 0.214 | 0.352 | 0.000 | 0.044 | 0.214 | 0.339 | 0.024 | 0.174 |
| CH2O | 0.013 | 0.190 | 0.215 | 0.206 | 0.082 | 0.184 | 0.167 | 1.000 | 0.156 | 0.195 | 0.066 | 0.238 | 0.225 | 0.025 | 0.036 | 0.113 | 0.125 | 0.070 | 0.106 | 0.131 | 0.075 | 0.023 | 0.226 | 0.233 | 0.225 |
| FAF | -0.208 | 0.081 | 0.152 | 0.138 | 0.074 | 0.200 | 0.172 | 0.156 | 1.000 | 0.156 | 0.028 | 0.265 | 0.326 | 0.086 | 0.040 | 0.137 | 0.178 | 0.141 | -0.126 | 0.100 | 0.068 | 0.051 | -0.044 | 0.159 | 0.326 |
| FAVC | 0.135 | 0.177 | 0.188 | 0.012 | 0.048 | 0.136 | 0.118 | 0.195 | 0.156 | 1.000 | 0.088 | 0.060 | 0.214 | 0.066 | 0.013 | 0.016 | 0.174 | 0.000 | 0.328 | 0.186 | 0.040 | 0.171 | 0.305 | 0.205 | 0.211 |
| FCVC | 0.062 | 0.139 | 0.192 | 0.133 | 0.043 | 0.181 | 0.169 | 0.066 | 0.028 | 0.088 | 1.000 | 0.347 | -0.056 | 0.000 | 0.000 | 0.160 | 0.085 | 0.088 | 0.014 | 0.094 | 0.000 | -0.088 | 0.208 | 0.121 | -0.056 |
| Gender | 0.217 | 0.120 | 0.067 | 0.056 | 0.024 | 0.030 | 0.008 | 0.238 | 0.265 | 0.060 | 0.347 | 1.000 | 0.619 | 0.044 | 0.032 | 0.158 | 0.029 | 0.099 | 0.556 | 0.098 | 0.035 | 0.131 | 0.430 | 0.099 | 0.628 |
| Height | -0.003 | 0.191 | 0.161 | 0.169 | 0.055 | 0.162 | 0.172 | 0.225 | 0.326 | 0.214 | -0.056 | 0.619 | 1.000 | 0.000 | 0.108 | 0.128 | 0.041 | 0.193 | 0.043 | 0.171 | 0.171 | 0.082 | 0.463 | 0.294 | 1.000 |
| MTRANS_Bike | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.086 | 0.066 | 0.000 | 0.044 | 0.000 | 1.000 | 0.000 | 0.087 | 0.000 | 0.000 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| MTRANS_Motorbike | 0.000 | 0.063 | 0.062 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.040 | 0.013 | 0.000 | 0.032 | 0.108 | 0.000 | 1.000 | 0.115 | 0.000 | 0.000 | 0.080 | 0.023 | 0.000 | 0.056 | 0.032 | 0.036 | 0.000 |
| MTRANS_Public_Transportation | 0.650 | 0.063 | 0.057 | 0.047 | 0.082 | 0.094 | 0.060 | 0.113 | 0.137 | 0.016 | 0.160 | 0.158 | 0.128 | 0.087 | 0.115 | 1.000 | 0.281 | 0.062 | 0.261 | 0.000 | 0.000 | 0.194 | 0.295 | 0.053 | 0.181 |
| MTRANS_Walking | 0.233 | 0.031 | 0.071 | 0.000 | 0.000 | 0.043 | 0.028 | 0.125 | 0.178 | 0.174 | 0.085 | 0.029 | 0.041 | 0.000 | 0.000 | 0.281 | 1.000 | 0.000 | 0.213 | 0.036 | 0.000 | 0.161 | 0.114 | 0.059 | 0.052 |
| NCP | -0.116 | 0.167 | 0.195 | 0.127 | 0.000 | 0.202 | 0.214 | 0.070 | 0.141 | 0.000 | 0.088 | 0.099 | 0.193 | 0.000 | 0.000 | 0.062 | 0.000 | 1.000 | -0.150 | 0.000 | 0.000 | 0.082 | -0.011 | 0.161 | 0.193 |
| NObeyesdad | 0.284 | 0.489 | 0.492 | 0.255 | 0.140 | 0.372 | 0.352 | 0.106 | -0.126 | 0.328 | 0.014 | 0.556 | 0.043 | 0.065 | 0.080 | 0.261 | 0.213 | -0.150 | 1.000 | 0.235 | 0.111 | -0.057 | 0.404 | 0.540 | 0.043 |
| SCC | 0.183 | 0.108 | 0.157 | 0.058 | 0.050 | 0.033 | 0.000 | 0.131 | 0.100 | 0.186 | 0.094 | 0.098 | 0.171 | 0.000 | 0.023 | 0.000 | 0.036 | 0.000 | 0.235 | 1.000 | 0.033 | 0.129 | 0.260 | 0.181 | 0.164 |
| SMOKE | 0.148 | 0.029 | 0.042 | 0.000 | 0.091 | 0.000 | 0.044 | 0.075 | 0.068 | 0.040 | 0.000 | 0.035 | 0.171 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.111 | 0.033 | 1.000 | 0.058 | 0.037 | 0.000 | 0.175 |
| TUE | -0.298 | 0.157 | 0.205 | 0.108 | 0.091 | 0.217 | 0.214 | 0.023 | 0.051 | 0.171 | -0.088 | 0.131 | 0.082 | 0.000 | 0.056 | 0.194 | 0.161 | 0.082 | -0.057 | 0.129 | 0.058 | 1.000 | -0.050 | 0.188 | 0.082 |
| Weight | 0.357 | 0.476 | 0.477 | 0.322 | 0.135 | 0.361 | 0.339 | 0.226 | -0.044 | 0.305 | 0.208 | 0.430 | 0.463 | 0.000 | 0.032 | 0.295 | 0.114 | -0.011 | 0.404 | 0.260 | 0.037 | -0.050 | 1.000 | 0.606 | 0.463 |
| family_history_with_overweight | 0.303 | 0.266 | 0.339 | 0.184 | 0.000 | 0.008 | 0.024 | 0.233 | 0.159 | 0.205 | 0.121 | 0.099 | 0.294 | 0.000 | 0.036 | 0.053 | 0.059 | 0.161 | 0.540 | 0.181 | 0.000 | 0.188 | 0.606 | 1.000 | 0.280 |
| height | -0.003 | 0.175 | 0.156 | 0.221 | 0.102 | 0.175 | 0.174 | 0.225 | 0.326 | 0.211 | -0.056 | 0.628 | 1.000 | 0.000 | 0.000 | 0.181 | 0.052 | 0.193 | 0.043 | 0.164 | 0.175 | 0.082 | 0.463 | 0.280 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | SMOKE | CH2O | SCC | FAF | TUE | NObeyesdad | CAEC_Frequently | CAEC_Sometimes | CAEC_no | CALC_Frequently | CALC_Sometimes | CALC_no | MTRANS_Bike | MTRANS_Motorbike | MTRANS_Public_Transportation | MTRANS_Walking | height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0.395435 | 0.323096 | 0.330238 | 1 | 0 | 0.5 | 0.625 | 0 | 0.5 | 0 | 0.000000 | 0.5 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0.963174 |
| 1 | 0 | 0.395435 | 0.133039 | 0.240904 | 1 | 0 | 1.0 | 0.625 | 1 | 1.0 | 1 | 1.000000 | 0.0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.924259 |
| 2 | 1 | 0.485273 | 0.665197 | 0.454251 | 1 | 0 | 0.5 | 0.625 | 0 | 0.5 | 0 | 0.666667 | 0.5 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1.029619 |
| 3 | 1 | 0.644431 | 0.665197 | 0.536301 | 0 | 0 | 1.0 | 0.625 | 0 | 0.5 | 0 | 0.666667 | 0.0 | 5 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1.029619 |
| 4 | 1 | 0.441330 | 0.627186 | 0.557607 | 0 | 0 | 0.5 | 0.000 | 0 | 0.5 | 0 | 0.000000 | 0.0 | 6 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.022451 |
| 5 | 1 | 0.715666 | 0.323096 | 0.204128 | 0 | 1 | 0.5 | 0.625 | 0 | 0.5 | 0 | 0.000000 | 0.0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.963174 |
| 6 | 0 | 0.485273 | 0.095028 | 0.228865 | 1 | 1 | 1.0 | 0.625 | 0 | 0.5 | 0 | 0.333333 | 0.0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0.916291 |
| 7 | 1 | 0.441330 | 0.361107 | 0.204128 | 0 | 0 | 0.5 | 0.625 | 0 | 0.5 | 0 | 1.000000 | 0.0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.970779 |
| 8 | 1 | 0.527421 | 0.627186 | 0.330238 | 1 | 1 | 1.0 | 0.625 | 0 | 0.5 | 0 | 0.333333 | 0.5 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1.022451 |
| 9 | 1 | 0.441330 | 0.513152 | 0.370858 | 1 | 1 | 0.5 | 0.625 | 0 | 0.5 | 0 | 0.333333 | 0.5 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1.000632 |
| Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | SMOKE | CH2O | SCC | FAF | TUE | NObeyesdad | CAEC_Frequently | CAEC_Sometimes | CAEC_no | CALC_Frequently | CALC_Sometimes | CALC_no | MTRANS_Bike | MTRANS_Motorbike | MTRANS_Public_Transportation | MTRANS_Walking | height | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2101 | 0 | 0.596196 | 0.339193 | 0.676978 | 1 | 1 | 1.0 | 0.625 | 0 | 0.743535 | 0 | 0.022443 | 0.227911 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.966402 |
| 2102 | 0 | 0.597881 | 0.337994 | 0.682539 | 1 | 1 | 1.0 | 0.625 | 0 | 0.660034 | 0 | 0.015082 | 0.206553 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.966162 |
| 2103 | 0 | 0.396225 | 0.521263 | 0.822494 | 1 | 1 | 1.0 | 0.625 | 0 | 0.325306 | 0 | 0.512546 | 0.456228 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.002200 |
| 2104 | 0 | 0.426972 | 0.536687 | 0.822547 | 1 | 1 | 1.0 | 0.625 | 0 | 0.305384 | 0 | 0.503466 | 0.465728 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.005174 |
| 2105 | 0 | 0.408769 | 0.526304 | 0.813823 | 1 | 1 | 1.0 | 0.625 | 0 | 0.398134 | 0 | 0.576111 | 0.448962 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.003173 |
| 2106 | 0 | 0.394347 | 0.495534 | 0.814197 | 1 | 1 | 1.0 | 0.625 | 0 | 0.364070 | 0 | 0.558756 | 0.453124 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.997218 |
| 2107 | 0 | 0.440564 | 0.567478 | 0.826084 | 1 | 1 | 1.0 | 0.625 | 0 | 0.502565 | 0 | 0.447130 | 0.299635 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.011086 |
| 2108 | 0 | 0.464591 | 0.574361 | 0.825814 | 1 | 1 | 1.0 | 0.625 | 0 | 0.527097 | 0 | 0.471403 | 0.323144 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.012403 |
| 2109 | 0 | 0.542261 | 0.550118 | 0.824081 | 1 | 1 | 1.0 | 0.625 | 0 | 0.926170 | 0 | 0.379702 | 0.293017 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.007757 |
| 2110 | 0 | 0.513480 | 0.548951 | 0.824719 | 1 | 1 | 1.0 | 0.625 | 0 | 0.931757 | 0 | 0.342151 | 0.357069 | 4 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.007533 |
Duplicate rows
Most frequently occurring
| Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | SMOKE | CH2O | SCC | FAF | TUE | NObeyesdad | CAEC_Frequently | CAEC_Sometimes | CAEC_no | CALC_Frequently | CALC_Sometimes | CALC_no | MTRANS_Bike | MTRANS_Motorbike | MTRANS_Public_Transportation | MTRANS_Walking | height | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 1 | 0.395435 | 0.323096 | 0.390294 | 0 | 1 | 0.5 | 0.000 | 0 | 1.0 | 0 | 0.333333 | 0.0 | 5 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.963174 | 15 |
| 3 | 0 | 0.395435 | 0.133039 | 0.049192 | 0 | 1 | 1.0 | 0.000 | 0 | 0.0 | 0 | 0.000000 | 0.0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.924259 | 4 |
| 0 | 0 | 0.129229 | 0.399118 | 0.264362 | 0 | 0 | 0.5 | 0.000 | 0 | 0.0 | 0 | 0.000000 | 0.5 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0.978326 | 2 |
| 1 | 0 | 0.244068 | 0.323096 | 0.228865 | 1 | 1 | 0.5 | 0.625 | 0 | 0.0 | 0 | 0.333333 | 0.5 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0.963174 | 2 |
| 2 | 0 | 0.395435 | 0.133039 | 0.049192 | 0 | 0 | 1.0 | 0.000 | 0 | 0.0 | 0 | 0.000000 | 0.0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.924259 | 2 |
| 4 | 0 | 0.441330 | 0.456135 | 0.340623 | 1 | 1 | 0.5 | 0.625 | 0 | 0.5 | 0 | 0.333333 | 0.5 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.989541 | 2 |
| 5 | 0 | 0.567916 | 0.228068 | 0.228865 | 0 | 1 | 0.5 | 0.000 | 0 | 0.5 | 0 | 0.666667 | 0.0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.943906 | 2 |
| 6 | 1 | 0.244068 | 0.513152 | 0.204128 | 1 | 1 | 0.5 | 0.625 | 0 | 0.5 | 0 | 0.000000 | 1.0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.000632 | 2 |
| 8 | 1 | 0.441330 | 0.551163 | 0.436583 | 1 | 1 | 1.0 | 0.625 | 0 | 0.0 | 0 | 0.333333 | 0.0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1.007958 | 2 |